Replication Files for:

Lily Tsai and Yiqng Xu (2017). "Outspoken Insiders: Political Connections
and Citizen Participation in Authoritarian China.” Political Behavior.

The replication files include:

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Data Files
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insider_urban.dta       data for the urban survey
insider_rural.dta       data for the rural survey
match_urban.dta         urban data for matching analysis
match_rural.dta         rural data for matching analysis
mechanisms.csv          stored marginal effect coefficients for mechanisms

("match_urban.dta" and "match_rural.dta" are created by "01_analysis.do")

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Code Files
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01_analysis.do          STATA code fore regression analysis
02_match.R              R code for matching analysis
03_sensitivity.R        R code for sensitivity analysis
04_figure2.R            R code for creating figure2
vcovCluster.r           supporting R code for clustered SE
